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An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly
The development of autonomous robotic systems is a key component in the expansion of space exploration and the development of infrastructures for in-space applications. An important capability for these robotic systems is the ability to maintain and repair structures in the absence of human input by...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914470/ https://www.ncbi.nlm.nih.gov/pubmed/35280960 http://dx.doi.org/10.3389/frobt.2022.709905 |
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author | Moser, Joshua Hoffman, Julia Hildebrand, Robert Komendera, Erik |
author_facet | Moser, Joshua Hoffman, Julia Hildebrand, Robert Komendera, Erik |
author_sort | Moser, Joshua |
collection | PubMed |
description | The development of autonomous robotic systems is a key component in the expansion of space exploration and the development of infrastructures for in-space applications. An important capability for these robotic systems is the ability to maintain and repair structures in the absence of human input by autonomously generating valid task sequences and task to robot allocations. To this end, a novel stochastic problem formulation paired with a mixed integer programming assembly schedule generator has been developed to articulate the elements, constraints, and state of an assembly project and solve for an optimal assembly schedule. The developed formulations were tested with a set of hardware experiments that included generating an optimal schedule for an assembly and rescheduling during an assembly to plan a repair. This formulation and validation work provides a path forward for future research in the development of an autonomous system capable of building and maintaining in-space infrastructures. |
format | Online Article Text |
id | pubmed-8914470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89144702022-03-12 An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly Moser, Joshua Hoffman, Julia Hildebrand, Robert Komendera, Erik Front Robot AI Robotics and AI The development of autonomous robotic systems is a key component in the expansion of space exploration and the development of infrastructures for in-space applications. An important capability for these robotic systems is the ability to maintain and repair structures in the absence of human input by autonomously generating valid task sequences and task to robot allocations. To this end, a novel stochastic problem formulation paired with a mixed integer programming assembly schedule generator has been developed to articulate the elements, constraints, and state of an assembly project and solve for an optimal assembly schedule. The developed formulations were tested with a set of hardware experiments that included generating an optimal schedule for an assembly and rescheduling during an assembly to plan a repair. This formulation and validation work provides a path forward for future research in the development of an autonomous system capable of building and maintaining in-space infrastructures. Frontiers Media S.A. 2022-02-25 /pmc/articles/PMC8914470/ /pubmed/35280960 http://dx.doi.org/10.3389/frobt.2022.709905 Text en Copyright © 2022 Moser, Hoffman, Hildebrand and Komendera. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Robotics and AI Moser, Joshua Hoffman, Julia Hildebrand, Robert Komendera, Erik An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly |
title | An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly |
title_full | An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly |
title_fullStr | An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly |
title_full_unstemmed | An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly |
title_short | An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly |
title_sort | autonomous task assignment paradigm for autonomous robotic in-space assembly |
topic | Robotics and AI |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914470/ https://www.ncbi.nlm.nih.gov/pubmed/35280960 http://dx.doi.org/10.3389/frobt.2022.709905 |
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